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Reinforcement Learning

1263 directly classified papers

Papers per year

Papers

Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
Fourier Bases for Solving Permutation Puzzles AISTATS 2021
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning AISTATS 2021
Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser EMNLP 2021
Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP 2021
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021
Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances AAAI 2021
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021
Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021
Lipschitz Lifelong Reinforcement Learning AAAI 2021
Convergence Properties of Stochastic Hypergradients AISTATS 2021
Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization EMNLP 2021
Count-Based Exploration with the Successor Representation AAAI 2020
Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control AAAI 2020
Deterministic Value-Policy Gradients AAAI 2020
Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games AAAI 2020
Model and Reinforcement Learning for Markov Games with Risk Preferences AAAI 2020
Accelerating and Improving AlphaZero Using Population Based Training AAAI 2020
Weak Supervision for Fake News Detection via Reinforcement Learning AAAI 2020
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling AAAI 2020
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation ACL 2020
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps ACL 2020
Composing Elementary Discourse Units in Abstractive Summarization ACL 2020